Research Output

Selected Publications

Works by Malaya AIR members in leading AI, computing, engineering, and clinical venues.

CVPR (IEEE/CVF)

InteractDiffusion

Prof. Chan Chee Seng (co-author)
2024
NeurIPS

One Loss for All: Deep Hashing

Prof. Chan Chee Seng (co-author)
2021
MICCAI

Accepted paper

Prof. Chan Chee Seng (co-author)
2025
ACM Computing Surveys (CSUR)

Explainable Goal-driven Agents & Robots

Prof. Loo Chu Kiong, Dr. Liew Wei Shiung (co-authors)
2023
IEEE Transactions on Fuzzy Systems

Reconstructed U-Net for Gastric-Cancer Segmentation

Prof. Loo Chu Kiong, Dr. Saw Shier Nee (co-authors)
2024/2025
Pattern Recognition Letters

Efficient Label-Free Pruning (Text-VQA)

Prof. Chan Chee Seng, Dr. Lim Chee Kau (co-authors)
2024
BMC Oral Health

Deep Learning for Dental CBCT Detection

Dr. Erma Rahayu Mohd Faizal Abdullah (co-author)
2024
Cognitive Computation

Radiology Report Generation

Dr. Nurul Japar (co-author)
2025
Recent Work

Highlights

Selected research outputs and milestones illustrating the range and impact of work being done at Malaya AIR.

1

Medical Imaging & Healthcare AI

Efficient gastric-cancer segmentation (IEEE TFUZZ 2024/25); DL for dental CBCT detection (BMC Oral Health 2024).

2

Vision & Multimodal AI

CVPR 2024 work on diffusion models; PRL 2024 Text-VQA efficiency; industrial IC-text dataset.

3

Optimisation & Robotics

New PSO variants; robotics/STEM education initiatives.

4

Responsible / Trustworthy AI

XAI survey for agents & robots (ACM CSUR 2023); model watermarking & ownership (TPAMI lineage).